Release notes

Refer to the changelog for more details.

2026-07-27

The changes below are relative to Atoti Python SDK 0.9.16.

Atoti Intelligence has been stabilized:

atoti_ai.Chat answers natural-language questions about the data, powering the AI chat in Atoti UI. Fill in the new atoti.Dimension.description to give it more context about the data model.
atoti_ai.AutoExplain surfaces the hierarchies and members that best explain a measure’s variation, speeding up root-cause analysis.
AggregateProviders.recommender analyzes a Cube’s query traffic and recommends the most impactful AggregateProvider coverage for it.

The atoti-limits plugin connects an Atoti session to a Limits server and adds the Limits app extension to Atoti UI.

When the observability plugin is enabled and atoti.SessionConfig.user_content_storage is not None, the history of executed queries is recorded and accessible in Admin UI’s Query history tab.

Bumped the minimum required Python version to 3.12 as per NEP 29.
Bumped the minimum required Pandas version to 3.0.3.
Aligned Atoti Python SDK’s version with Atoti Server. Going forward, each 6.2.x Python SDK release depends on the matching 6.2.x Server release, making compatibility obvious at a glance.

atoti.Table.load(error_handling) defaults to "fail" instead of "log", so loading errors surface immediately instead of being silently logged.